Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "108"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 108 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 105 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 101 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 108, Node 9:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	0.00%	0.00%	0.00%	3.24%	0.54%	0.439693	-0.948679	0.241430	1.709234	-0.432724	-0.973513	-0.744552	0.868758	0.8018	0.8076	0.2450	2.427324	2.713065
2459593	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	0.00%	0.637822	2.508253	-0.660108	1.018617	-0.177117	-0.671194	-0.810533	-0.532087	0.7345	0.7314	0.2541	2.253696	2.383132
2459592	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	0.138663	-0.922352	1.963548	1.767817	-0.792931	-0.565014	-1.824548	0.002109	0.0289	0.0372	0.0013	nan	nan
2459591	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	1.08%	0.015040	3.382548	-0.584749	1.951598	0.190291	-0.447546	-1.099737	-1.063757	0.6799	0.6892	0.3676	1.911754	1.874094
2459590	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	0.551260	3.496484	0.062269	1.430109	-0.268407	-0.368805	-0.945620	-1.121397	0.6843	0.6903	0.3612	1.832273	1.840772
2459589	digital_ok	0.00%	0.00%	0.00%	0.00%	3.23%	0.00%	0.304493	3.755084	0.526296	0.660620	0.225422	-0.522797	-0.594994	0.117736	0.7250	0.7216	0.2837	1.492617	1.679763
2459588	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	220.188915	219.784495	inf	inf	23.063676	26.432990	21.617767	19.846231	nan	nan	nan	0.000000	0.000000
2459587	digital_ok	0.00%	-	-	-	3.50%	95.10%	0.363764	3.041570	-0.418905	2.460258	-0.813513	-0.015542	-1.184564	-1.311818	nan	nan	nan	7.316940	7.995211
2459586	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.979440	3.506024	3.657455	2.346203	7.886460	9.914953	0.781214	0.106435	0.6841	0.6911	0.3459	3.430851	3.444752
2459585	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	162.463695	162.150948	inf	inf	15.559825	16.724426	1107.163502	1719.358431	nan	nan	nan	0.000000	0.000000
2459584	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	13.710206	16.815864	1.708199	1.691146	2.952132	2.754081	19.938554	20.646983	0.6686	0.6726	0.3703	14.590035	12.497743
2459583	digital_ok	0.00%	0.00%	0.00%	0.00%	3.23%	96.77%	0.040520	3.233607	-0.173329	0.313034	-0.250169	-0.670245	-0.643676	-0.471161	0.6844	0.6895	0.3742	5.051571	2.643707
2459582	digital_ok	0.00%	0.00%	0.00%	0.00%	45.95%	0.00%	0.117395	3.057552	-0.237267	0.425909	-0.495523	-0.842229	-0.693719	-0.638181	0.6853	0.6903	0.3778	1.341881	1.269924
2459581	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.240815	4.785723	0.339622	0.023560	-0.676163	-0.618782	-0.350651	-0.577584	0.6841	0.6910	0.3774	3.673005	3.542006
2459580	digital_ok	0.00%	0.00%	0.00%	0.00%	90.32%	9.68%	0.205965	3.312120	-0.253947	0.176424	-0.020121	-0.143896	-0.791642	-0.515321	0.6875	0.6927	0.3721	0.000000	0.000000
2459579	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.237959	4.206516	0.112683	0.765759	-0.311391	-1.004099	-0.355499	-0.232207	0.6822	0.6909	0.3768	4.991547	5.625798
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.811125	-0.792798	0.589623	0.717952	-0.837694	-0.744129	-0.247557	-0.650600	0.0288	0.0268	0.0011	nan	nan
2459577	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	0.00%	0.163200	3.785271	0.307369	0.174172	-0.882572	-0.024539	-0.631185	-0.406835	0.6831	0.6853	0.3747	1.611526	1.641904
2459576	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459575	digital_ok	0.00%	0.00%	0.00%	0.00%	4.84%	3.76%	-0.140053	2.776565	0.000632	0.247552	-0.203661	-0.779340	0.006195	0.250599	0.7704	0.7738	0.3144	1.638463	1.741198
2459574	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	0.00%	-0.018676	2.650843	0.134174	0.263142	-0.775493	-0.613020	-0.708344	-0.676977	0.7082	0.7155	0.3648	1.549921	1.654699
2459573	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	0.00%	0.286539	3.029664	0.076367	0.690621	-0.622512	-1.419857	-0.599859	-0.145077	0.6989	0.7085	0.3741	1.626924	1.627891
2459572	digital_ok	0.00%	0.00%	0.00%	0.00%	27.57%	0.00%	0.027031	2.974503	0.138310	0.245749	-0.857531	0.575740	-0.202816	-0.142234	0.6997	0.7071	0.3800	1.336757	1.355394
2459571	digital_ok	100.00%	100.00%	100.00%	0.00%	-	-	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	nan	nan
2459570	digital_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.111479	1.424747	0.859071	0.636814	0.662104	0.802369	0.497507	0.672941	0.6880	0.6990	0.3587	0.000000	0.000000
2459569	digital_ok	0.00%	0.00%	0.00%	0.00%	4.32%	0.00%	0.210641	3.272199	0.373976	0.190479	0.283774	-0.313436	0.247580	0.115817	0.7806	0.7837	0.2282	1.918593	1.656744
2459566	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.029429	3.443053	0.256328	0.144487	-0.576877	-0.004281	-0.431437	-0.666732	0.0742	0.0729	0.0148	1.260612	1.264839
2459565	digital_ok	100.00%	-	-	-	100.00%	0.00%	4239.647163	4239.647163	3976.060084	3976.060084	-0.657802	-0.657802	-1.839007	-1.839007	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	0.00%	0.00%	0.00%	0.00%	5.20%	1.73%	-0.714338	2.345341	0.740175	-1.227524	-0.621699	1.422419	-0.293498	-0.430968	0.7113	0.7137	0.3889	1.526628	1.454983
2459563	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459562	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	-0.851954	1.834418	0.382844	0.331164	-0.103140	0.772745	0.051225	-0.022197	0.7110	0.7189	0.3766	1.692361	1.626516
2459561	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	-0.837380	2.001169	0.117483	0.264075	-0.667175	0.231675	-0.142388	-0.115451	0.7134	0.7226	0.3751	1.667139	1.624987
2459560	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459559	digital_ok	0.00%	0.00%	0.00%	0.00%	5.91%	0.00%	-0.844656	2.631672	0.358736	0.103136	-0.442907	0.790007	0.003270	-0.198242	0.7099	0.7166	0.3756	1.559717	1.473568
2459558	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.009503	4.180417	-0.250533	0.458399	-0.261065	0.546610	-0.354020	-0.410063	0.7119	0.7165	0.3814	3.387551	3.312658
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0286	0.0295	0.0009	nan	nan
2459556	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.177216	4.278683	-0.004109	0.421854	-0.349245	0.271808	-0.570526	-0.300295	0.7104	0.7137	0.3820	3.786532	3.739438
2459553	digital_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.7117	0.7174	0.3897	nan	nan
2459552	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459551	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	4.84%	-0.513339	1.831614	0.428437	0.222843	-0.617415	0.006558	0.058047	0.818535	0.7054	0.7057	0.3834	1.564678	1.447889
2459550	digital_ok	-	98.35%	98.35%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0359	0.0359	0.0004	nan	nan
2459549	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	-0.164920	3.649783	0.194321	0.198026	-0.295735	-0.284490	-0.428187	-0.318044	0.7095	0.7183	0.3920	1.728032	1.668596
2459542	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.132602	4.520282	-0.989506	-0.400642	0.265182	1.197917	-0.492335	-0.560987	0.7694	0.7723	0.3354	3.441343	3.146799
2459541	digital_ok	0.00%	1.34%	1.79%	0.00%	21.88%	0.00%	-0.310049	3.939183	0.602727	0.733832	-0.258294	0.443096	-0.190355	0.107139	0.7583	0.7528	0.3166	1.603399	1.518304
2459540	digital_ok	0.00%	0.00%	0.00%	0.00%	21.88%	7.14%	-0.529108	1.460803	-0.024344	0.397321	0.284655	1.083274	-0.408008	0.419922	0.7675	0.7602	0.3257	1.520074	1.472360
2459536	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.273261	5.905694	1.500519	2.177734	-0.419594	-0.693614	0.244760	0.274425	0.7385	0.7364	0.4064	5.653752	4.703391
2459535	digital_ok	0.00%	0.00%	0.00%	0.00%	21.43%	0.00%	-0.772020	1.507676	-0.069636	0.402362	-0.916329	0.535185	1.502306	0.393506	0.7882	0.7689	0.3455	1.718954	1.597837
2459534	digital_ok	0.00%	0.00%	0.00%	0.00%	20.98%	0.00%	-0.753812	1.518404	0.054729	0.394380	0.959829	0.696138	-0.082313	0.389791	0.7746	0.7553	0.3589	1.493748	1.561359
2459533	digital_ok	0.00%	0.00%	0.00%	0.00%	4.89%	0.00%	-0.237215	2.072363	-0.490918	0.394089	-0.675227	1.787139	-0.525565	0.425760	0.7305	0.7210	0.3903	1.629719	1.530820
2459532	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459530	digital_ok	0.00%	0.00%	0.00%	0.00%	4.73%	0.00%	-0.899519	1.867859	0.231585	0.567407	-0.261149	0.031003	0.012323	0.055856	0.7493	0.7365	0.3890	1.709425	1.610133
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.423691	2.995362	0.031421	1.229486	0.680348	6.451716	-0.187761	0.665386	0.9175	0.9469	0.2655	0.000000	0.000000
2459523	digital_ok	100.00%	-	-	-	100.00%	0.00%	-0.864797	5.670334	1.110573	1.393594	1.300646	-0.628427	0.177524	0.333748	nan	nan	nan	6.119634	4.993874
2459522	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	-0.688169	3.617178	0.709147	1.450212	0.335651	0.025899	-0.360670	-0.451472	0.6952	0.7237	0.3243	1.638080	1.744119
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.993257	-0.686891	0.241085	-0.114502	-0.742302	-0.271037	-0.337519	-0.296225	0.0322	0.0361	0.0007	nan	nan
2459508	digital_ok	0.00%	0.00%	0.00%	0.00%	81.58%	0.00%	-0.138735	2.479230	-0.542435	1.042723	-0.049230	1.857523	-0.783050	0.543421	0.9285	0.9600	0.1489	0.000000	0.000000
2459505	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.114870	4.509994	1.632844	2.723958	0.685368	2.843583	-0.155149	0.232550	0.8951	0.8772	0.1760	12.712464	14.627013
2459503	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-0.438242	5.153266	1.064253	3.249917	2.812869	3.849965	0.463068	0.878482	0.8917	0.8783	0.4120	0.000000	0.000000
2459501	digital_ok	0.00%	0.00%	0.00%	0.00%	76.74%	0.00%	-0.170985	3.186854	-0.800974	1.194585	1.400964	3.058574	-0.566343	-0.448601	0.8387	0.8750	0.3578	0.000000	0.000000
2459500	digital_ok	0.00%	0.00%	0.00%	0.00%	94.74%	0.00%	-0.076287	2.027830	-1.257334	0.368152	-0.629910	1.009909	-0.804597	0.084856	0.8731	0.8950	0.3598	0.000000	0.000000
2459499	digital_ok	0.00%	0.00%	0.00%	0.00%	97.37%	0.00%	-0.720104	3.432907	-1.042382	1.281504	-0.303627	0.951094	-0.461931	0.566519	0.8837	0.9351	0.1842	0.000000	0.000000
2459498	digital_ok	0.00%	0.00%	0.00%	0.00%	94.74%	0.00%	-0.689808	3.390122	-0.278495	1.660532	0.121930	1.463752	0.134583	0.855698	0.8818	0.8984	0.3904	0.000000	0.000000
2459497	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.806603	3.989171	-0.299271	1.564021	-0.302893	2.744752	-0.426692	0.679156	0.0966	0.0840	0.0093	0.000000	0.000000
2459496	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	19.388659	16.942732	11.004571	8.358199	20.154336	13.306160	1.983077	10.067234	0.1328	0.1380	0.0268	0.000000	0.000000
2459495	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.841809	3.514592	0.084962	1.383223	0.312619	0.680367	-0.346775	0.327426	0.1047	0.0691	0.0094	0.000000	0.000000
2459494	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.961315	4.321069	-0.533236	1.732613	-0.272183	1.435313	0.675028	1.044772	0.0867	0.0826	0.0109	0.000000	0.000000
2459492	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.666704	3.611903	0.180633	1.241213	0.507987	-0.570585	-0.184788	-0.039115	0.1262	0.1041	0.0242	0.000000	0.000000
2459491	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	15.103827	9.136659	16.596332	2.241747	22.353448	15.544809	12.377946	48.957429	0.1256	0.1518	0.0221	0.000000	0.000000
2459490	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.034935	4.512422	0.908594	1.714538	0.872217	-0.360489	0.375772	1.748499	0.1164	0.1062	0.0233	0.000000	0.000000
2459489	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.293958	3.671527	0.745117	1.922290	1.946792	0.200203	0.345653	1.049862	0.1259	0.1225	0.0212	0.000000	0.000000
2459488	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.496759	3.359589	0.713024	1.679500	0.786040	0.471351	0.105493	0.965077	0.1269	0.1066	0.0236	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 108: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.119603	2.119603	0.647981	0.922731	-0.599753	-0.021019	-0.247572	-0.951651	-0.714199

---

Antenna 108: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Temporal Variability	0.700535	0.580704	0.580704	0.582906	0.582906	0.700535	0.700535	0.695623	0.695623

---

Antenna 108: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.285031	2.285031	0.362532	0.377131	-0.961417	0.196223	-0.660948	-0.797572	-0.444430

---

Antenna 108: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.188762	0.598187	2.188762	-0.773912	0.632590	-0.347229	0.256217	-1.082712	-0.924885

---

Antenna 108: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.417592	2.417592	0.344991	0.757310	-0.392222	0.307959	-0.206499	-1.143352	-0.966721

---

Antenna 108: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 108: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.916717	3.916717	0.205169	2.836308	-0.051083	-0.485414	-0.217040	-0.843959	-0.909924

---

Antenna 108: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.602508	1.602508	-0.099548	0.560924	-1.036723	-0.158822	0.289638	-1.115676	-0.537854

---

Antenna 108: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Temporal Variability	2026.741733	9.041710	6.720560	10.154878	9.192535	2026.741733	1745.718919	1.214091	1.638811

---

Antenna 108: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.804336	2.804336	0.446049	1.140895	-0.690798	-0.021269	-0.636247	-1.028953	-0.581051

---

Antenna 108: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.712794	3.712794	0.448490	1.121231	-0.676264	0.408352	-0.207236	-1.194111	-0.805091

---

Antenna 108: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.340224	0.381696	2.340224	-0.886271	0.935559	-0.241757	0.323215	-0.784413	-1.106046

---

Antenna 108: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.253934	3.253934	0.516067	2.005113	-0.616134	0.454232	-0.015402	-0.989358	-0.532778

---

Antenna 108: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.691229	0.519708	3.691229	-0.768281	0.948854	0.548764	-0.117896	-0.728385	-1.082069

---

Antenna 108: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.775728	0.524881	3.775728	-1.044738	1.011713	-0.652130	0.520100	-1.121314	-0.863579

---

Antenna 108: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 108: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Power	inf	252.375321	252.131754	inf	inf	91.828227	94.702515	1220.255160	1144.942846

---

Antenna 108: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.908845	0.384105	2.908845	-0.746634	0.495013	-0.263961	-0.915822	-1.163107	-0.987845

---

Antenna 108: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.171188	0.669902	3.171188	-0.766075	0.777945	-0.090883	-0.226292	-0.829708	0.003719

---

Antenna 108: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Power	inf	384.595184	384.990040	inf	inf	62.352353	58.816656	998.018627	996.920859

---

Antenna 108: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.939822	2.939822	0.299399	1.612505	-0.974850	-0.067842	0.324052	-1.069753	-1.048129

---

Antenna 108: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.067601	3.067601	0.145234	1.230692	-0.783399	1.321756	-0.958863	-0.654381	-0.679231

---

Antenna 108: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Temporal Variability	3.179484	0.728991	-0.511568	1.847282	1.331210	-0.346928	3.179484	-1.626980	-0.127264

---

Antenna 108: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.496985	0.104727	3.496985	-0.459339	1.050566	0.033890	-0.260517	-0.817565	-0.296651

---

Antenna 108: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.866555	0.715244	1.866555	-0.874890	1.242012	-0.494865	-0.711721	-0.602008	-0.378552

---

Antenna 108: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.533692	3.533692	0.377309	1.688059	-0.909601	-0.406839	0.562846	-0.659634	-0.119027

---

Antenna 108: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.764363	0.338800	2.764363	-0.844442	0.776423	0.299322	-0.782630	-1.042738	-0.930601

---

Antenna 108: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.354438	2.354438	0.190010	0.724724	-0.966381	-0.352794	-0.461462	-0.904017	-0.880147

---

Antenna 108: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Power	inf	315.526979	315.389135	inf	inf	49.104171	47.252282	449.870713	493.345694

---

Antenna 108: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.812930	2.812930	0.992119	0.778517	0.365549	0.347971	-0.111802	0.462372	0.055033

---

Antenna 108: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Power	1.709234	0.439693	-0.948679	0.241430	1.709234	-0.432724	-0.973513	-0.744552	0.868758

---

Antenna 108: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.508253	0.637822	2.508253	-0.660108	1.018617	-0.177117	-0.671194	-0.810533	-0.532087

---

Antenna 108: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Power	1.963548	-0.922352	0.138663	1.767817	1.963548	-0.565014	-0.792931	0.002109	-1.824548

---

Antenna 108: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.382548	3.382548	0.015040	1.951598	-0.584749	-0.447546	0.190291	-1.063757	-1.099737

---

Antenna 108: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.496484	0.551260	3.496484	0.062269	1.430109	-0.268407	-0.368805	-0.945620	-1.121397

---

Antenna 108: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.755084	3.755084	0.304493	0.660620	0.526296	-0.522797	0.225422	0.117736	-0.594994

---

Antenna 108: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Power	inf	220.188915	219.784495	inf	inf	23.063676	26.432990	21.617767	19.846231

---

Antenna 108: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.041570	3.041570	0.363764	2.460258	-0.418905	-0.015542	-0.813513	-1.311818	-1.184564

---

Antenna 108: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Temporal Variability	9.914953	0.979440	3.506024	3.657455	2.346203	7.886460	9.914953	0.781214	0.106435

---

Antenna 108: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Power	inf	162.463695	162.150948	inf	inf	15.559825	16.724426	1107.163502	1719.358431

---

Antenna 108: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Temporal Discontinuties	20.646983	13.710206	16.815864	1.708199	1.691146	2.952132	2.754081	19.938554	20.646983

---

Antenna 108: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.233607	0.040520	3.233607	-0.173329	0.313034	-0.250169	-0.670245	-0.643676	-0.471161

---

Antenna 108: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.057552	3.057552	0.117395	0.425909	-0.237267	-0.842229	-0.495523	-0.638181	-0.693719

---

Antenna 108: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.785723	0.240815	4.785723	0.339622	0.023560	-0.676163	-0.618782	-0.350651	-0.577584

---

Antenna 108: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.312120	3.312120	0.205965	0.176424	-0.253947	-0.143896	-0.020121	-0.515321	-0.791642

---

Antenna 108: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.206516	0.237959	4.206516	0.112683	0.765759	-0.311391	-1.004099	-0.355499	-0.232207

---

Antenna 108: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Power	0.717952	-0.811125	-0.792798	0.589623	0.717952	-0.837694	-0.744129	-0.247557	-0.650600

---

Antenna 108: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.785271	3.785271	0.163200	0.174172	0.307369	-0.024539	-0.882572	-0.406835	-0.631185

---

Antenna 108: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.776565	2.776565	-0.140053	0.247552	0.000632	-0.779340	-0.203661	0.250599	0.006195

---

Antenna 108: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.650843	-0.018676	2.650843	0.134174	0.263142	-0.775493	-0.613020	-0.708344	-0.676977

---

Antenna 108: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.029664	3.029664	0.286539	0.690621	0.076367	-1.419857	-0.622512	-0.145077	-0.599859

---

Antenna 108: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.974503	2.974503	0.027031	0.245749	0.138310	0.575740	-0.857531	-0.142234	-0.202816

---

Antenna 108: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.424747	0.111479	1.424747	0.859071	0.636814	0.662104	0.802369	0.497507	0.672941

---

Antenna 108: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.272199	3.272199	0.210641	0.190479	0.373976	-0.313436	0.283774	0.115817	0.247580

---

Antenna 108: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.443053	3.443053	0.029429	0.144487	0.256328	-0.004281	-0.576877	-0.666732	-0.431437

---

Antenna 108: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4239.647163	4239.647163	4239.647163	3976.060084	3976.060084	-0.657802	-0.657802	-1.839007	-1.839007

---

Antenna 108: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.345341	-0.714338	2.345341	0.740175	-1.227524	-0.621699	1.422419	-0.293498	-0.430968

---

Antenna 108: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.834418	-0.851954	1.834418	0.382844	0.331164	-0.103140	0.772745	0.051225	-0.022197

---

Antenna 108: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.001169	-0.837380	2.001169	0.117483	0.264075	-0.667175	0.231675	-0.142388	-0.115451

---

Antenna 108: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.631672	-0.844656	2.631672	0.358736	0.103136	-0.442907	0.790007	0.003270	-0.198242

---

Antenna 108: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.180417	4.180417	0.009503	0.458399	-0.250533	0.546610	-0.261065	-0.410063	-0.354020

---

Antenna 108: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.278683	4.278683	-0.177216	0.421854	-0.004109	0.271808	-0.349245	-0.300295	-0.570526

---

Antenna 108: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.831614	1.831614	-0.513339	0.222843	0.428437	0.006558	-0.617415	0.818535	0.058047

---

Antenna 108: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.649783	-0.164920	3.649783	0.194321	0.198026	-0.295735	-0.284490	-0.428187	-0.318044

---

Antenna 108: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.520282	4.520282	-0.132602	-0.400642	-0.989506	1.197917	0.265182	-0.560987	-0.492335

---

Antenna 108: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.939183	3.939183	-0.310049	0.733832	0.602727	0.443096	-0.258294	0.107139	-0.190355

---

Antenna 108: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.460803	1.460803	-0.529108	0.397321	-0.024344	1.083274	0.284655	0.419922	-0.408008

---

Antenna 108: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	5.905694	5.905694	-0.273261	2.177734	1.500519	-0.693614	-0.419594	0.274425	0.244760

---

Antenna 108: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.507676	-0.772020	1.507676	-0.069636	0.402362	-0.916329	0.535185	1.502306	0.393506

---

Antenna 108: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.518404	1.518404	-0.753812	0.394380	0.054729	0.696138	0.959829	0.389791	-0.082313

---

Antenna 108: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.072363	-0.237215	2.072363	-0.490918	0.394089	-0.675227	1.787139	-0.525565	0.425760

---

Antenna 108: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 108: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	1.867859	1.867859	-0.899519	0.567407	0.231585	0.031003	-0.261149	0.055856	0.012323

---

Antenna 108: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 108: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Temporal Variability	6.451716	-0.423691	2.995362	0.031421	1.229486	0.680348	6.451716	-0.187761	0.665386

---

Antenna 108: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	5.670334	-0.864797	5.670334	1.110573	1.393594	1.300646	-0.628427	0.177524	0.333748

---

Antenna 108: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.617178	3.617178	-0.688169	1.450212	0.709147	0.025899	0.335651	-0.451472	-0.360670

---

Antenna 108: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Power	0.241085	-0.686891	-0.993257	-0.114502	0.241085	-0.271037	-0.742302	-0.296225	-0.337519

---

Antenna 108: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.479230	2.479230	-0.138735	1.042723	-0.542435	1.857523	-0.049230	0.543421	-0.783050

---

Antenna 108: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.913882	-0.425526	4.913882	0.945133	2.932159	2.213714	2.056788	2.061923	2.477931

---

Antenna 108: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.509994	4.509994	-0.114870	2.723958	1.632844	2.843583	0.685368	0.232550	-0.155149

---

Antenna 108: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	5.153266	-0.438242	5.153266	1.064253	3.249917	2.812869	3.849965	0.463068	0.878482

---

Antenna 108: 2459501

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.186854	-0.170985	3.186854	-0.800974	1.194585	1.400964	3.058574	-0.566343	-0.448601

---

Antenna 108: 2459500

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	2.027830	-0.076287	2.027830	-1.257334	0.368152	-0.629910	1.009909	-0.804597	0.084856

---

Antenna 108: 2459499

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.432907	3.432907	-0.720104	1.281504	-1.042382	0.951094	-0.303627	0.566519	-0.461931

---

Antenna 108: 2459498

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.390122	-0.689808	3.390122	-0.278495	1.660532	0.121930	1.463752	0.134583	0.855698

---

Antenna 108: 2459497

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.989171	3.989171	-0.806603	1.564021	-0.299271	2.744752	-0.302893	0.679156	-0.426692

---

Antenna 108: 2459496

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	ee Temporal Variability	20.154336	19.388659	16.942732	11.004571	8.358199	20.154336	13.306160	1.983077	10.067234

---

Antenna 108: 2459495

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.514592	-0.841809	3.514592	0.084962	1.383223	0.312619	0.680367	-0.346775	0.327426

---

Antenna 108: 2459494

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.321069	4.321069	-0.961315	1.732613	-0.533236	1.435313	-0.272183	1.044772	0.675028

---

Antenna 108: 2459492

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.611903	3.611903	-0.666704	1.241213	0.180633	-0.570585	0.507987	-0.039115	-0.184788

---

Antenna 108: 2459491

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Temporal Discontinuties	48.957429	15.103827	9.136659	16.596332	2.241747	22.353448	15.544809	12.377946	48.957429

---

Antenna 108: 2459490

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	4.512422	4.512422	0.034935	1.714538	0.908594	-0.360489	0.872217	1.748499	0.375772

---

Antenna 108: 2459489

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.671527	-0.293958	3.671527	0.745117	1.922290	1.946792	0.200203	0.345653	1.049862

---

Antenna 108: 2459488

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
108	9	digital_ok	nn Shape	3.359589	-0.496759	3.359589	0.713024	1.679500	0.786040	0.471351	0.105493	0.965077

---